Dempster's rule of combination
GPTKB entity
Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
mathematical rule
evidence theory concept |
| gptkbp:alternativeName |
orthogonal sum
|
| gptkbp:appliesTo |
belief functions
|
| gptkbp:category |
gptkb:logic
uncertainty reasoning |
| gptkbp:criticizedFor |
counterintuitive results under high conflict
|
| gptkbp:form |
m(A) = (1/(1-K)) * sum_{B∩C=A} m1(B)m2(C)
|
| gptkbp:generalizes |
Bayesian updating
|
| https://www.w3.org/2000/01/rdf-schema#label |
Dempster's rule of combination
|
| gptkbp:K |
degree of conflict between sources
|
| gptkbp:partOf |
gptkb:Dempster–Shafer_theory
|
| gptkbp:proposedBy |
gptkb:Arthur_P._Dempster
|
| gptkbp:purpose |
combine evidence from independent sources
|
| gptkbp:relatedTo |
gptkb:Bayesian_probability
Shafer's theory of evidence |
| gptkbp:usedIn |
gptkb:artificial_intelligence
decision theory information fusion |
| gptkbp:yearProposed |
1967
|
| gptkbp:bfsParent |
gptkb:Dempster–Shafer_theory
gptkb:Evidence_theory |
| gptkbp:bfsLayer |
8
|